Rchoice: Interfaces for Rchoice package for data science pipelines.

In intubate: Interface to Popular R Functions for Data Science Pipelines

Description

Interfaces to Rchoice functions that can be used in a pipeline implemented by magrittr.

Usage

ntbt_Rchoice(data, ...)

Arguments

data	data frame, tibble, list, ...
...	Other arguments passed to the corresponding interfaced function.

Details

Interfaces call their corresponding interfaced function.

Value

Object returned by interfaced function.

Author(s)

Roberto Bertolusso

Examples

## Not run: 
library(intubate)
library(magrittr)
library(Rchoice)

## ntbt_Rchoice: Bias reduction in Binomial-response GLMs
data("Workmroz")

## Original function to interface
Rchoice(lfp ~ k5 + k618 + age + wc + hc + lwg + inc,
        data = Workmroz, family = binomial('probit'))
## The interface puts data as first parameter
ntbt_Rchoice(Workmroz, lfp ~ k5 + k618 + age + wc + hc + lwg + inc,
             family = binomial('probit'))

## so it can be used easily in a pipeline.
Workmroz %>%
  ntbt_Rchoice(lfp ~ k5 + k618 + age + wc + hc + lwg + inc,
               family = binomial('probit'))

## End(Not run)

Example output

Loading required package: Formula
Loading required package: maxLik
Loading required package: miscTools

Please cite the 'maxLik' package as:
Henningsen, Arne and Toomet, Ott (2011). maxLik: A package for maximum likelihood estimation in R. Computational Statistics 26(3), 443-458. DOI 10.1007/s00180-010-0217-1.

If you have questions, suggestions, or comments regarding the 'maxLik' package, please use a forum or 'tracker' at maxLik's R-Forge site:
https://r-forge.r-project.org/projects/maxlik/

Call:
Rchoice(formula = lfp ~ k5 + k618 + age + wc + hc + lwg + inc,     data = Workmroz, family = binomial("probit"), method = "nr")


Coefficients:
constant        k5      k618       age        wc        hc       lwg       inc  
 1.91842  -0.87471  -0.03859  -0.03782   0.48831   0.05717   0.36563  -0.02053  


Call:
Rchoice(formula = lfp ~ k5 + k618 + age + wc + hc + lwg + inc,     data = Workmroz, family = binomial("probit"), method = "nr")


Coefficients:
constant        k5      k618       age        wc        hc       lwg       inc  
 1.91842  -0.87471  -0.03859  -0.03782   0.48831   0.05717   0.36563  -0.02053  


Call:
Rchoice(formula = lfp ~ k5 + k618 + age + wc + hc + lwg + inc,     data = ., family = binomial("probit"), method = "nr")


Coefficients:
constant        k5      k618       age        wc        hc       lwg       inc  
 1.91842  -0.87471  -0.03859  -0.03782   0.48831   0.05717   0.36563  -0.02053  

intubate documentation built on May 2, 2019, 2:46 p.m.